Nathan Bartlett – Multi-Extended Target Tracking

Nathan Bartlett – Multi-Extended Target Tracking

Date & Venue
Thursday, 04 October 2018, 02:00PM
EF122

Abstract
Extended targets are targets which potentially generate more than one measurement per time step. They are encountered in numerous applications, spanning from vehicle tracking with automotive radar, pedestrian tracking using laser range sensors, and surface vessel tracking with marine X-band radar. The generation of multiple measurements per time step allows for the joint estimation of the target kinematics and the target extent, which generally describes size and shape. This talk presents a new method on how to perform this joint estimation through the use of random matrices. We also show simulated results of the new method, with comparisons against other extended target tracking algorithms.

Speaker Biography
Nathan Bartlett graduated from the University of Newcastle with a Bachelor of Engineering (Mechatronics) (Honours Class 1) in 2015. He is currently a PhD student studying the two related fields of simultaneous localization and mapping (SLAM), and multi-extended target tracking (METT). Utilizing a Bayesian methodology he has developed new methods to estimate both the kinematic state and geometry (extent) of extended targets in unknown environments.

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Michael Ruppert is a Postdoctoral Research Associate with the School of Electrical Engineering and Computing. His research interests include the control, estimation and self-sensing of microelectromechanical (MEMS) systems such as piezoelectric microcantilever and nanopositioning systems for multifrequency and single-chip atomic force microscopy.